viirya commented on a change in pull request #24557: [SPARK-27653][SQL] Add 
max_by() and min_by() SQL aggregate functions
URL: https://github.com/apache/spark/pull/24557#discussion_r283238524
 
 

 ##########
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/MaxByAndMinBy.scala
 ##########
 @@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.sql.catalyst.expressions.aggregate
+
+import org.apache.spark.sql.catalyst.analysis.TypeCheckResult
+import org.apache.spark.sql.catalyst.dsl.expressions._
+import org.apache.spark.sql.catalyst.expressions._
+import org.apache.spark.sql.catalyst.util.TypeUtils
+import org.apache.spark.sql.types._
+
+/**
+ * The shared abstract superclass for `MaxBy` and `MinBy` SQL aggregate 
functions.
+ */
+abstract class MaxMinBy extends DeclarativeAggregate {
+
+  def valueExpr: Expression
+  def orderingExpr: Expression
+
+  protected def funcName: String
+  // The predicate compares two ordering values.
+  protected def predicate(oldExpr: Expression, newExpr: Expression): Expression
+  // The arithmetic expression returns greatest/least value of all parameters.
+  // Used to pick up updated ordering value.
+  protected def orderingUpdater(oldExpr: Expression, newExpr: Expression): 
Expression
+
+  override def children: Seq[Expression] = valueExpr :: orderingExpr :: Nil
+
+  override def nullable: Boolean = true
+
+  // Return data type.
+  override def dataType: DataType = valueExpr.dataType
+
+  override def checkInputDataTypes(): TypeCheckResult =
+    TypeUtils.checkForOrderingExpr(orderingExpr.dataType, s"function 
$funcName")
+
+  // The attributes used to keep extremum (max or min) and associated 
aggregated values.
 
 Review comment:
   Good for me. +1

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